v3.3.0

3.3.0 (2024-10-30)

Features

• gte-multilingual-base as option (#343) (1443c84)

v3.2.0

3.2.0 (2024-10-29)

Features

• Nomic Python SDK defaults to using the API key of the issuing organization (organization scoped API keys) (#340) (9e4701c)

v3.1.3

3.1.3 (2024-10-23)

Bug Fixes

• task type sagemaker (#338) (609009f)

v3.1.2

3.1.2 (2024-08-27)

Bug Fixes

• upload failure due to non-rgb image (#335) (3358a0e)

v3.1.1

3.1.1 (2024-07-22)

Bug Fixes

• release-please releases twice, check if commit message is chore(main) (#332) (c5ab322)

v3.1.0

3.1.0 (2024-07-22)

Features

• add option for nomic-project-v2 (857e6c4)
• allow arrow table for upload in map_text (2f0007a)
• classifier example (#321) (1d350bd)
• emb for client (25c5b5e)
• img embed updates (31ab403)
• map_data support for Nomic Embed Vision (#308) (e4a1c73)
• nomic sagemaker vision (2bda64f)
• notebook updates (4a1f888)
• release please? (#328) (d0572d5)
• run black & isort (00f5e48)
• sagemaker client updates for batched image (#319) (6c3d91e)
• task_type (cff0e2b)
• update local neighborhood parameter name and make all default (eaba319)

Bug Fixes

• allow indexed_field is none for image datasets with create_index (#315) (2d7d2da)
• api naming consistency, version (8b9d37a)
• assert image right type (469f44a)
• bugs introduced after adding types (56d298e)
• change file name (552ec75)
• check format in nomic/ folder (d96ca3a)
• dataset sidecar download - datum id sidecars are special (24e7d94)
• don't use b64 encode (338a5f4)
• fetch db-registered topic sidecars (df8a75a)
• max image request (41c459d)
• move indexed_field check earlier for image dataset (#320) (4b93268)
• nullable parameter (f20f7c9)
• outofbounds day (5f17f95)
• outofbounds day (43da768)
• parsing problem (0fdc178)
• Path and Tuple type isssues (75f7767)
• problems with pa.compute (1c3a8ef)
• remove libcairo (033c894)
• remove npm ci (#329) (9640ded)
• remove pdb (f8d2050)
• resizing logic bug (#306) (11ab3c5)
• respect modality in create_index (#317) (fd3c108)
• return model name, not str model (c9f9703)
• spelling (d0a3ce5)
• text mode truncation param (f6572ac)
• topic label field default to indexed field if not supplied (#316) (8bc157d)
• type issues after rebasing (12c1b08)
• typing (8086591)
• typing + resize from file (ef9703a)
• update example (2681a66)
• update min dim (35a491d)
• use Optional (d4d5eb3)
• wait for project log (9cacd4a)

Documentation

• update docs to make more clear that blobs are stored locally only (#318) (aa863ec)

v3.0.6: Task type for text embeddings

• Allows specifying task type for text embeddings.

Nomic Client 3.0.5: API key support, faster embedding inference

• Support for using Nomic API keys as your authentication method by running nomic login <api_key>
• Faster text embedding inference

Nomic Client 3.0.0: Slugs, AtlasDataset and Developer Ergonomics

Nomic Client 3.0.0

New Features

• All identifiers moved to unique, human-readable, URL valid organization/project slugs. These are auto-created for you on dataset creation and are ensured to be unique across your Atlas organization

from nomic import AtlasDataset
dataset = AtlasDataset('my-organization/my-dataset')
print(dataset.maps[0])

• AtlasProject renamed to AtlasDataset
• Makes supplying an index_name optional (by being set to None)
• map_data unifies easy interfaces for indexing datasets.

Deprecations:

• map_embeddings, map_text in favor a single map_data
• Deprecates iterable in map_text, map_data will no longer support this iterable workflow. Use AtlasDataset and .add_data instead.

Transitioning from 2.x to 3.x

• Rename all map_text and map_embedding calls to map_data
• Replace any use of AtlasProject with AtlasDataset
• See examples in the python client examples folder for details.

v1.1.14: Topics and duplicate detection are accessible in client.

• Visual map state can be accessed by manipulating downloading arrow files. See https://docs.nomic.ai/group_by_topics.html
• Duplicate detection results can be accessed.